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环境部署中cuda对应的tensorflow

萌宠菠菠乐园
2024-09-13 13:06

在服务器上安装gpu环境的时候经常因为版本对应不上二报错, 现在整理cuda对应的显卡驱动版本、cuda对应tensorflow-gpu的版本、tensorflow-gpu对应的keras版如下:

在这里插入图片描述

keras

FrameworkEnvDescriptionTensorFlow 1.14tensorflow-1.14TensorFlow 1.14.0 + Keras 2.2.5 on Python 3.6.TensorFlow 1.13TensorFlow 1.13TensorFlow 1.13.0 + Keras 2.2.4 on Python 3.6.TensorFlow 1.12TensorFlow 1.12TensorFlow 1.12.0 + Keras 2.2.4 on Python 3.6.tensorflow-1.12:py2TensorFlow 1.12.0 + Keras 2.2.4 on Python 2.TensorFlow 1.11TensorFlow 1.11TensorFlow 1.11.0 + Keras 2.2.4 on Python 3.6.tensorflow-1.11:py2TensorFlow 1.11.0 + Keras 2.2.4 on Python 2.TensorFlow 1.10TensorFlow 1.10TensorFlow 1.10.0 + Keras 2.2.0 on Python 3.6.tensorflow-1.10:py2TensorFlow 1.10.0 + Keras 2.2.0 on Python 2.TensorFlow 1.9TensorFlow 1.9TensorFlow 1.9.0 + Keras 2.2.0 on Python 3.6.tensorflow-1.9:py2TensorFlow 1.9.0 + Keras 2.2.0 on Python 2.TensorFlow 1.8TensorFlow 1.8TensorFlow 1.8.0 + Keras 2.1.6 on Python 3.6.tensorflow-1.8:py2TensorFlow 1.8.0 + Keras 2.1.6 on Python 2.TensorFlow 1.7TensorFlow 1.7TensorFlow 1.7.0 + Keras 2.1.6 on Python 3.6.tensorflow-1.7:py2TensorFlow 1.7.0 + Keras 2.1.6 on Python 2.TensorFlow 1.5TensorFlow 1.5TensorFlow 1.5.0 + Keras 2.1.6 on Python 3.6.tensorflow-1.5:py2TensorFlow 1.5.0 + Keras 2.1.6 on Python 2.TensorFlow 1.4TensorFlow 1.4TensorFlow 1.4.0 + Keras 2.0.8 on Python3.6.tensorflow-1.4:py2TensorFlow 1.4.0 + Keras 2.0.8 on Python 2.TensorFlow 1.3TensorFlow 1.3TensorFlow 1.3.0 + Keras 2.0.6 on Python 3.6.tensorflow-1.3:py2TensorFlow 1.3.0 + Keras 2.0.6 on Python 2.TensorFlow 1.2TensorFlow 1.2TensorFlow 1.2.0 + Keras 2.0.6 on Python 3.5.tensorflow-1.2:py2TensorFlow 1.2.0 + Keras 2.0.6 on Python 2.TensorFlow 1.1TensorFlow 1.1TensorFlow 1.1.0 + Keras 2.0.6 on Python 3.5.tensorflow:py2TensorFlow 1.1.0 + Keras 2.0.6 on Python 2.TensorFlow 1.0tensorflow-1.0TensorFlow 1.0.0 + Keras 2.0.6 on Python 3.5.

cuda和pytorch的对应版本参考以下官网地址:
https://pytorch.org/get-started/previous-versions/